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Automated Identification of Heart Failure With Reduced Ejection Fraction Using Deep Learning-Based Natural Language Processing.

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Title: Automated Identification of Heart Failure With Reduced Ejection Fraction Using Deep Learning-Based Natural Language Processing.
Authors: Nargesi AA; Heart and Vascular Center, Brigham and Women's Hospital, Harvard School of Medicine, Boston, Massachusetts, USA., Adejumo P; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University, New Haven, Connecticut, USA., Dhingra LS; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University, New Haven, Connecticut, USA., Rosand B; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University, New Haven, Connecticut, USA., Hengartner A; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University, New Haven, Connecticut, USA., Coppi A; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University, New Haven, Connecticut, USA; Center for Outcomes Research and Evaluation (CORE), Yale New Haven Hospital, New Haven, Connecticut, USA., Benigeri S; Division of Cardiology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA., Sen S; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University, New Haven, Connecticut, USA., Ahmad T; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University, New Haven, Connecticut, USA., Nadkarni GN; Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA., Lin Z; Center for Outcomes Research and Evaluation (CORE), Yale New Haven Hospital, New Haven, Connecticut, USA., Ahmad FS; Division of Cardiology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA., Krumholz HM; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University, New Haven, Connecticut, USA; Center for Outcomes Research and Evaluation (CORE), Yale New Haven Hospital, New Haven, Connecticut, USA; Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut, USA; Section of Health Informatics, Department of Biostatistics, Yale School of Public Health, New Haven, Connecticut, USA., Khera R; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University, New Haven, Connecticut, USA; Center for Outcomes Research and Evaluation (CORE), Yale New Haven Hospital, New Haven, Connecticut, USA. Electronic address: rohan.khera@yale.edu.
Source: JACC. Heart failure [JACC Heart Fail] 2025 Jan; Vol. 13 (1), pp. 75-87. Date of Electronic Publication: 2024 Oct 23.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 101598241 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2213-1787 (Electronic) Linking ISSN: 22131779 NLM ISO Abbreviation: JACC Heart Fail Subsets: MEDLINE
Database: MEDLINE Ultimate
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              Text: 2025 Jan
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